RemembrallMCP

RemembrallMCP is an open-source Model Context Protocol (MCP) server for AI coding agents, providing whole-codebase knowledge through a field-aware code graph and persistent memory layer. It indexes source code across 8 languages, maps dependencies (down to fields and methods), and enables instant memory recall of prior decisions or patterns, solving the common problem of stateless code exploration by AI agents. Built in Rust with Postgres+pgvector and easily deployable via Docker, RemembrallMCP is vital for AI agent frameworks, code automation platforms, and developers building bounded-reasoning AI for complex codebases.